Florian June – Medium

Florian June

Florian June
in
AI Advances

Demystifying PDF Parsing 03: OCR-Free Small Model-Based Method

Overview, Principles and Insights

17 min readJun 1, 2024

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Demystifying PDF Parsing 03: OCR-Free Small Model-Based Method

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Florian June
in
AI Advances

Demystifying PDF Parsing 02: Pipeline-Based Method

Overview, Implementation Strategies and Insights

18 min readMay 21, 2024

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Demystifying PDF Parsing 02: Pipeline-Based Method

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Florian June
in
AI Advances

Advanced RAG 11: Query Classification and Refinement

Priciples, Code Explanation and Insights about Adaptive-RAG and RQ-RAG

9 min readMay 11, 2024

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Advanced RAG 11: Query Classification and Refinement

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Florian June

Main Stages of Auto-regressive Decoding for LLM Inference

The Graphical Explanation of Prefill Stage and Decoding Stage

4 min readMay 6, 2024

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Main Stages of Auto-regressive Decoding for LLM Inference

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Florian June
in
Generative AI

Demystifying PDF Parsing 01: Overview

Task Definition, Method Classification and Method Introduction to PDF Parsing

6 min readMay 5, 2024

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Demystifying PDF Parsing 01: Overview

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Florian June
in
AI Advances

Representative LLM-Based Agents 01: AutoGPT

An introduction of AutoGPT’s architecture and principles, accompanied by a code review, concluding with my insights.

11 min readApr 23, 2024

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Representative LLM-Based Agents 01: AutoGPT

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Florian June
in
AI Advances

Advanced RAG 10: Corrective Retrieval Augmented Generation (CRAG)

Intuitive Example, Priciples, Code Explanation and Insights about CRAG

11 min readApr 17, 2024

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Advanced RAG 10: Corrective Retrieval Augmented Generation (CRAG)

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Florian June
in
Artificial Intelligence in Plain English

Understanding Large Language Model-Based Agents

An in-depth look at what LLM-based agents are, including their developmental history, principles, code implementation, and other insights.

15 min readApr 12, 2024

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Understanding Large Language Model-Based Agents

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Florian June
in
AI Advances

Advanced RAG 09: Prompt Compression

Method Classification, Algorithm Principles and Code Explanation

29 min readApr 3, 2024

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Advanced RAG 09: Prompt Compression

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Florian June
in
AI Advances

Advanced RAG 08: Self-RAG

Intuitive Example, Priciples, Code Explanation and Insights about Self-RAG

11 min readMar 21, 2024

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Advanced RAG 08: Self-RAG

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Florian June

Florian June

AI researcher, focusing on LLMs, RAG, Agent, Document AI, Data Structures. Find the newest article in my newsletter: https://florianjune.substack.com/

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